From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks.
Luca ArnaboldiLudovic StephanFlorent KrzakalaBruno LoureiroPublished in: CoRR (2023)
Keyphrases
- high dimensional
- recurrent networks
- high dimensional data
- nearest neighbor
- belief networks
- dynamic model
- complex networks
- low dimensional
- markov random field
- dimensionality reduction
- social networks
- data points
- similarity search
- neural network
- ordinary differential equations
- feature space
- high dimensionality
- network model
- bayesian inference
- network dynamics
- gene expression data
- closed form
- network structure
- dynamical systems
- pairwise